v1v2v3 (latest)

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 11,320 papers shown

Title
RxRx1: A Dataset for Evaluating Experimental Batch Correction Methods Maciej Sypetkowski Morteza Rezanejad Saber Saberian Oren Z. Kraus John Urbanik ... Mason L. Victors J. Yosinski A. R. Sereshkeh I. Haque Berton Earnshaw 98 38 0 13 Jan 2023
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images Gabriel Jimenez Anuradha Kar Mehdi Ounissi Léa Ingrassia S. Boluda Benoît Delatour L. Stimmer Daniel Racoceanu 20 6 0 13 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 105 9 0 12 Jan 2023
Deep Residual Axial Networks Nazmul Shahadat Anthony Maida 3DPC 123 6 0 11 Jan 2023
Padding Module: Learning the Padding in Deep Neural Networks Fahad Alrasheedi Agnibh Dasgupta Pei-Chi Huang KELM VLM 48 17 0 11 Jan 2023
A Possible Converter to Denoise the Images of Exoplanet Candidates through Machine Learning Techniques P. Chintarungruangchai I. Jiang J. Hashimoto Yukihiro Komatsu M. Konishi 43 2 0 11 Jan 2023
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement Che Liu Sibo Cheng Weiping Ding Rossella Arcucci 82 11 0 10 Jan 2023
SiFall: Practical Online Fall Detection with RF Sensing Sijie Ji Yaxiong Xie Mo Li 115 42 0 10 Jan 2023
Artificial Intelligence Model for Tumoral Clinical Decision Support Systems Guillermo Iglesias Edgar Talavera J. Troya Alberto Díaz-Álvarez Miguel García-Remesal 45 2 0 09 Jan 2023
An Impartial Transformer for Story Visualization N. Tsakas Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ViT 102 3 0 09 Jan 2023
Cursive Caption Text Detection in Videos Ali Mirza Imran Siddiqi 33 0 0 09 Jan 2023
RobArch: Designing Robust Architectures against Adversarial Attacks Sheng-Hsuan Peng Weilin Xu Cory Cornelius Kevin Wenliang Li Rahul Duggal Duen Horng Chau Jason Martin AAML 70 6 0 08 Jan 2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning Jidong Ge YuXiang Liu Jie Gui Lanting Fang Ming Lin James T. Kwok LiGuo Huang B. Luo SSL 111 5 0 08 Jan 2023
Why Batch Normalization Damage Federated Learning on Non-IID Data? Yanmeng Wang Qingjiang Shi Tsung-Hui Chang FedML 87 37 0 08 Jan 2023
Feedback-Gated Rectified Linear Units Marco Kemmerling DRL AI4CE 19 0 0 06 Jan 2023
"No, to the Right" -- Online Language Corrections for Robotic Manipulation via Shared Autonomy Yuchen Cui Siddharth Karamcheti Raj Palleti Nidhya Shivakumar Percy Liang Dorsa Sadigh LM&Ro 121 83 0 06 Jan 2023
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior Jinbo Xing Menghan Xia Yuechen Zhang Xiaodong Cun Jue Wang T. Wong 128 149 0 06 Jan 2023
Beyond spectral gap (extended): The role of the topology in decentralized learning Thijs Vogels Aymeric Dieuleveut Martin Jaggi 80 3 0 05 Jan 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution Xiang Li Jin-shan Pan Jinhui Tang Jiangxin Dong 96 34 0 05 Jan 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints Nina Shvetsova Felix Petersen Anna Kukleva Bernt Schiele Hilde Kuehne SSL 116 13 0 05 Jan 2023
Open-Set Face Identification on Few-Shot Gallery by Fine-Tuning Hojin Park Jaewoo Park Andrew Beng Jin Teoh CVBM 67 2 0 05 Jan 2023
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations Sagnik Majumder Hao Jiang Pierre Moulon E. Henderson P. Calamia Kristen Grauman V. Ithapu EgoV 91 7 0 04 Jan 2023
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging Yusheng Zhou Hao Li Tao Huang Zhengmin Kong Tao Huang Euijoon Ah Zhihan Lv Jinman Kim David Dagan Feng MedIm 92 1 0 04 Jan 2023
Decentralized Gradient Tracking with Local Steps Yue Liu Tao R. Lin Anastasia Koloskova Sebastian U. Stich 114 41 0 03 Jan 2023
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG .Ilkay Yildiz Potter George Zerveas Carsten Eickhoff D. Duncan 13 13 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 154 105 0 03 Jan 2023
Exploring Complex Dynamical Systems via Nonconvex Optimization Hunter L. Elliott 51 0 0 03 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 192 829 0 02 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Arash Ahmadian Louis S.P. Liu Yue Fei Konstantinos N. Plataniotis Mahdi S. Hosseini 100 0 0 31 Dec 2022
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 233 99 0 31 Dec 2022
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces Pattarawat Chormai J. Herrmann Klaus-Robert Muller G. Montavon FAtt 134 20 0 30 Dec 2022
Image-Coupled Volume Propagation for Stereo Matching Oh-Hun Kwon E. Zell 3DV MDE 51 1 0 30 Dec 2022
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction Bo Li Wei Ye Jinglei Zhang Shikun Zhang 92 14 0 29 Dec 2022
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization Sungyeon Kim Boseung Jung Suha Kwak 83 17 0 29 Dec 2022
Generalized Differentiable RANSAC Tong Wei Yash J. Patel Alexander Shekhovtsov Juan E. Sala Matas Dániel Baráth 88 31 0 26 Dec 2022
MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding Wei Ji Long Chen Yin-wei Wei Yiming Wu Tat-Seng Chua AI4TS 79 19 0 26 Dec 2022
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection Jaeyoung Kim Seo Taek Kong Dongbin Na Kyu-Hwan Jung OODD 41 4 0 26 Dec 2022
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 96 5 0 25 Dec 2022
A Lightweight Reconstruction Network for Surface Defect Inspection Chao Hu Jian Yao Weijie Wu Weibin Qiu Liqiang Zhu 42 2 0 25 Dec 2022
HAC-Net: A Hybrid Attention-Based Convolutional Neural Network for Highly Accurate Protein-Ligand Binding Affinity Prediction Gregory W. Kyro Rafael I. Brent Victor S. Batista 96 37 0 23 Dec 2022
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 101 20 0 23 Dec 2022
Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal Chih-Chia Li Wei-Yao Wang Wei Du Chao-Han Huck Yang 22 7 0 23 Dec 2022
Eigenvalue initialisation and regularisation for Koopman autoencoders Jack W. Miller Charles OÑeill N. Constantinou Omri Azencot 66 2 0 23 Dec 2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction Chaofan Ling Junpei Zhong Wei-Hong Li 86 3 0 22 Dec 2022
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 92 6 0 21 Dec 2022
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective Shihua Huang Zhichao Lu Kalyanmoy Deb Vishnu Boddeti OOD 102 45 0 21 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 127 31 0 21 Dec 2022
End-to-End Automatic Speech Recognition model for the Sudanese Dialect Ayman Mansour Wafaa F. Mukhtar 44 1 0 21 Dec 2022
KL Regularized Normalization Framework for Low Resource Tasks Neeraj Kumar Ankur Narang Brejesh Lall 62 1 0 21 Dec 2022
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Kai Li Fenghua Xie Hang Chen K. Yuan Xiaolin Hu 107 16 0 21 Dec 2022